vs

MongoDB vs ZODB

MongoDB: The default document database: flexible BSON documents, rich queries and built-in sharding. ZODB: Transparent persistence for Python objects with ACID transactions and history.

key differences

  • MongoDB is primarily a document database; ZODB is object.
  • Licensing: MongoDB is source-available (Server Side Public License v1 (Community); commercial (Enterprise)); ZODB is open source (permissive) (Zope Public License 2.1).
  • MongoDB is built for larger datasets (≤ 1 PB) than ZODB (≤ 100 GB).
  • Horizontal scaling is native in MongoDB and none in ZODB.
  • Only MongoDB has joins, secondary indexes, full-text search, vector search, geospatial.
  • Only ZODB has time travel.
  • ZODB can run embedded in your application process.

choose mongodb for

  • +Product catalogs with highly variable attributes
  • +Content management and user-generated content
  • +Mobile and web backends that evolve their schema weekly
  • +IoT and event data with time-series collections

best at · OLTP, Content, Metadata

choose zodb for

  • +Plone and Zope CMS deployments
  • +Python apps with complex, deeply nested object models
  • +Prototyping persistence without designing a schema

best at · Embedded, Content

overview
Primary model
Document
Object
Also supports
Search Engine, Vector, Time-Series, Spatial
Key-Value
Type
Database engine
Embedded library
Status
Active
Active
Developer
MongoDB, Inc.
Zope Foundation
First release
2009
1998
Latest version
9.0.4 (Oct 14, 2026)
6.4 (Oct 12, 2026)
License
Source-availableServer Side Public License v1 (Community); commercial (Enterprise)
Open source (permissive)Zope Public License 2.1
Free tier
✓
✓
popularity
WhichDB Score
80.5
22.7
Rank
#4
#134
GitHub stars
28.7K
761
Stack Overflow questions
175.2K
190
scale & guarantees
Comfortable data size
Large (≤ 1 PB)
Small (≤ 100 GB)
Horizontal scaling
Native
None
Multi-region
Read replicas
None
ACID
Full
Full
Consistency
Tunable, Causal
Strong
Schema
Flexible
Schemaless
Architecture
Primary replica, Distributed, Client server
Embedded, Client server
deployment
Self-hosted
✓
✓
Vendor-managed cloud
✓
—
Serverless
—
—
Embedded
—
✓
Edge
—
—
Clouds
AWS, Google Cloud, Azure
–
capabilities
Transactions
✓
✓
Joins
✓
—
Secondary indexes
✓
—
Full-text search
✓
—
Vector search
✓
—
Geospatial
✓
—
JSON
✓
—
Change data capture
✓
—
Triggers
—
—
Stored procedures
—
—
Materialized views
✓
—
TTL / expiry
✓
—
Pub/Sub
—
—
Columnar storage
—
—
In-memory
✓
✓
Durable persistence
✓
✓
Compression
✓
—
Encryption at rest
✓
—
Role-based access
✓
—
Time travel
—
✓
Branching
—
—
Online schema changes
✓
✓
Streaming ingest
—
—
Offline sync
—
—
Runs in WebAssembly
—
—
interfaces
Query languages
MongoDB Query API (MQL), Aggregation pipeline
Python (object traversal)
Client languages
C, C++, C#, Go, Java, Kotlin, JavaScript, PHP
Python
Best for
OLTP, Content, Metadata, IoT
Embedded, Content

MongoDB vs ZODB: FAQ

What is the difference between MongoDB and ZODB?

MongoDB: The default document database: flexible BSON documents, rich queries and built-in sharding. ZODB: Transparent persistence for Python objects with ACID transactions and history. MongoDB is primarily a document database; ZODB is object. Licensing: MongoDB is source-available (Server Side Public License v1 (Community); commercial (Enterprise)); ZODB is open source (permissive) (Zope Public License 2.1). MongoDB is built for larger datasets (≤ 1 PB) than ZODB (≤ 100 GB).

When should I choose MongoDB over ZODB?

Choose MongoDB for product catalogs with highly variable attributes; content management and user-generated content; and mobile and web backends that evolve their schema weekly. Choose ZODB for plone and Zope CMS deployments; python apps with complex, deeply nested object models; and prototyping persistence without designing a schema.

Is MongoDB or ZODB more popular?

MongoDB ranks #4 on the WhichDB Score (80.5/100) and ZODB ranks #134 (22.7/100). Popularity is not fit: check the requirements that matter for your project.

Are MongoDB and ZODB open source?

Not in the OSI sense. MongoDB is source-available: you can read the code, but the license restricts some uses, typically offering it as a competing managed service. License: Server Side Public License v1 (Community); commercial (Enterprise). Yes. ZODB is open source. License: Zope Public License 2.1.